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bob
bob.bio.base
Commits
44e531de
Commit
44e531de
authored
May 03, 2018
by
Amir MOHAMMADI
Browse files
Fix a bug when neg and pos scores were swapped
parent
f18ee18a
Pipeline
#19757
failed with stage
in 87 minutes and 7 seconds
Changes
1
Pipelines
1
Hide whitespace changes
Inline
Side-by-side
bob/bio/base/script/gen.py
View file @
44e531de
"""Generate random scores.
"""
import
pkg_resources
# to make sure bob gets imported properly
import
os
import
logging
import
numpy
...
...
@@ -16,6 +15,7 @@ logger = logging.getLogger(__name__)
NUM_NEG
=
5000
NUM_POS
=
5000
def
gen_score_distr
(
mean_neg
,
mean_pos
,
sigma_neg
=
10
,
sigma_pos
=
10
):
"""Generate scores from normal distributions
...
...
@@ -47,15 +47,16 @@ def gen_score_distr(mean_neg, mean_pos, sigma_neg=10, sigma_pos=10):
return
neg_scores
,
pos_scores
def
write_scores_to_file
(
pos
,
neg
,
filename
,
n_sys
=
1
,
five_col
=
False
):
def
write_scores_to_file
(
neg
,
pos
,
filename
,
n_sys
=
1
,
five_col
=
False
):
""" Writes score distributions
Parameters
----------
pos : :py:class:`numpy.ndarray`
Scores for positive samples.
neg : :py:class:`numpy.ndarray`
Scores for negative samples.
pos : :py:class:`numpy.ndarray`
Scores for positive samples.
filename : str
The path to write the score to.
n_sys : int
...
...
@@ -68,13 +69,16 @@ def write_scores_to_file(pos, neg, filename, n_sys=1, five_col=False):
with
open
(
filename
,
'wt'
)
as
f
:
for
i
in
pos
:
s_name
=
random
.
choice
(
s_names
)
s_five
=
' '
if
not
five_col
else
' d'
+
random
.
choice
(
s_names
)
+
' '
s_five
=
' '
if
not
five_col
else
' d'
+
\
random
.
choice
(
s_names
)
+
' '
f
.
write
(
'x%sx %s %f
\n
'
%
(
s_five
,
s_name
,
i
))
for
i
in
neg
:
s_name
=
random
.
choice
(
s_names
)
s_five
=
' '
if
not
five_col
else
' d'
+
random
.
choice
(
s_names
)
+
' '
s_five
=
' '
if
not
five_col
else
' d'
+
\
random
.
choice
(
s_names
)
+
' '
f
.
write
(
'x%sy %s %f
\n
'
%
(
s_five
,
s_name
,
i
))
@
click
.
command
()
@
click
.
argument
(
'outdir'
)
@
click
.
option
(
'-mm'
,
'--mean-match'
,
default
=
10
,
type
=
FLOAT
,
show_default
=
True
)
...
...
@@ -84,7 +88,7 @@ def write_scores_to_file(pos, neg, filename, n_sys=1, five_col=False):
@
verbosity_option
()
def
gen
(
outdir
,
mean_match
,
mean_non_match
,
n_sys
,
five_col
):
"""Generate random scores.
Generates random scores in 4col or 5col format. The scores are generated
Generates random scores in 4col or 5col format. The scores are generated
using Gaussian distribution whose mean is an input
parameter. The generated scores can be used as hypothetical datasets.
"""
...
...
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